+1-415-670-9189
info@expertsmind.com
Improving mapreduce performance through data placement
Course:- Database Management System
Reference No.:- EM13844916




Assignment Help
Assignment Help >> Database Management System

I need the report for the file based on the given ieee report with specifications mentioned in another file

Please use the template for IEEE Conference Papers in the following pages.

The contents must also conform to IEEE Conference Papers. Specifically, the conclusion must include your critical comments on the topic.

Prepare a paper using IEEE report on Improving MapReduce Performance through Data Placement in Heterogeneous Hadoop Clusters

Answered:-

Verified Expert


Preview Container content

ABSTRACT:

In distributed processing model the MapReduce is become more important for large scale data application such as data mining and web indexing. Hadoop is an open source frame work which is used to implement the MapReduce for low response time. The recent Hadoop frame work assumes the cluster nodes are homogeneous.

Here data locality is not considered for introduction of speculative map responsibility because the most of the maps homogeneous which is mean that data local. So in virtualized data processing centers, both homogeneity and data locality assumptions are not satisfied.

This paper shows the ignore data locality in heterogeneous environments so that it will reduce the performance of MapReduce and also address the problem of locality of the data between node. This will achieve the balanced data processing between each node.

The data intensive application run on Hadoop MapReduce cluster frame work, the proposed data placement model is balanced the amount of the data which is stored in each node and it will improve the performance of data processing. This paper analyzed two real data applications and it shows the improve the MapReduce performance using rebalancing data across the nodes in the cluster




Put your comment
 
Minimize


Ask Question & Get Answers from Experts
Browse some more (Database Management System) Materials
Simply make a nice Access thing to manage a Sports Service that provides extra-curricular activities to student in Marseille. Uploaded the small database containing the info
Generate the view called RepairSummary which shows only RepairInvoiceNumber, TotalCost, and TotalPaid. Illustrate the SQL statement to retrieve all RepairSummary data sorted b
Describe the different procedure performed in DBMS for student database in which fields are student id, student name, student class, marks.
Describe some possible interpretations of the data related to the patient fall rate on the telemetry unit and Discuss the quality management process you would follow to improv
Given the following business scenario, create a Crow's Foot ERD using a specialization hierarchy if appropriate. Tiny Hospital keeps information on patients and hospital rooms
A function used to isolate a specific portion of a date such as year, month, or day in a date field is.Which of the following is true about a crosstab query?A function used to
The following assignment is based on the database environment chosen and discussed in the Week Two Individual Assignment. Use a Microsoft Visio diagram to create a detailed E
What types of [electronic] documents and other content can be created (e.g., letters, spreadsheets, reports, or paper images)? Define the components of the templates to use fo